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July 30, 2025Open Access

Digital Health Technologies in Medicine: Evidence, Artificial Intelligence Integration, and Ethical Challenges

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Authors

MCMarco CascellaCPCatello PaneMPMarcello Di Pumpo

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Overview

Narrative review reveals evidence and ethical challenges of digital health technologies, suggesting improvements for inclusivity and real-world evaluation.

Key Points

  • Digital health technologies are transforming patient care through prevention and management strategies.
  • AI integration in digital therapeutics aids in predictive analytics and clinical decision-making.
  • Ethical challenges arise from biases in datasets, especially affecting underrepresented and pediatric groups.
  • Recommendations for enhancing digital health include regulatory frameworks and improving real-world evaluation.

Cite This Study

Cascella et al. (2025) studied this question.

synapsesocial.com/papers/689a0945e6551bb0af8cf010https://doi.org/10.20944/preprints202507.2330.v1
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Also Consider

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  1. 1Digital health technologies in medicine: evidence, artificial intelligence integration, and ethical challenges2026 · 6 citations
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  4. 4Digital Therapeutics: Evidence-Based Digital Interventions for Disease Prevention, Treatment, and Personalized Healthcare2026
  5. 5THE EVOLUTION OF DIGITAL THERAPEUTICS (DTx) IN MENTAL HEALTH CARE: A SYSTEMATIC REVIEW OF SOCIAL IMPACT, ETHICAL CHALLENGES, AND PATIENT ENGAGEMENT2026